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1803.03363
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Learning a Discriminative Prior for Blind Image Deblurring
9 March 2018
Lerenhan Li
Jin-shan Pan
Wei-Sheng Lai
Changxin Gao
Nong Sang
Ming-Hsuan Yang
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Papers citing
"Learning a Discriminative Prior for Blind Image Deblurring"
41 / 41 papers shown
Spatially-Attentive Patch-Hierarchical Network with Adaptive Sampling for Motion Deblurring
Maitreya Suin
Kuldeep Purohit
A. N. Rajagopalan
294
0
0
09 Feb 2024
Application of Deep Learning in Blind Motion Deblurring: Current Status and Future Prospects
The Visual Computer (VC), 2024
Yawen Xiang
Heng Zhou
Chengyang Li
Fangwei Sun
Zhongbo Li
Yongqiang Xie
284
0
0
10 Jan 2024
Learning Lens Blur Fields
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Esther Y. H. Lin
Zhecheng Wang
Rebecca Lin
Daniel Miau
Florian Kainz
Jiawen Chen
Xuaner Cecilia Zhang
David B. Lindell
Kiriakos N. Kutulakos
294
10
0
17 Oct 2023
A Comprehensive Survey on Deep Neural Image Deblurring
S. A. Biyouki
Hoon Hwangbo
228
6
0
07 Oct 2023
Towards Vision Transformer Unrolling Fixed-Point Algorithm: a Case Study on Image Restoration
Peng Qiao
Sidun Liu
Tao Sun
Ke Yang
Y. Dou
ViT
298
3
0
29 Jan 2023
BALF: Simple and Efficient Blur Aware Local Feature Detector
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
Zhenjun Zhao
Yuwei Zhai
Ben Chen
Peidong Liu
362
34
0
27 Nov 2022
Parallel Diffusion Models of Operator and Image for Blind Inverse Problems
Computer Vision and Pattern Recognition (CVPR), 2022
Hyungjin Chung
Jeongsol Kim
Sehui Kim
J. C. Ye
DiffM
331
158
0
19 Nov 2022
Blind Image Deblurring with Unknown Kernel Size and Substantial Noise
International Journal of Computer Vision (IJCV), 2022
Zhong Zhuang
Taihui Li
Hengkang Wang
Ju Sun
373
35
0
18 Aug 2022
Face Deblurring using Dual Camera Fusion on Mobile Phones
ACM Transactions on Graphics (TOG), 2022
Wei-Sheng Lai
Yichang Shih
Lun-Cheng Chu
Xiaotong Wu
Sung-Fang Tsai
Michael Krainin
Deqing Sun
Chia-Kai Liang
CVBM
3DH
221
29
0
23 Jul 2022
Neural Maximum A Posteriori Estimation on Unpaired Data for Motion Deblurring
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Youjian Zhang
Chaoyue Wang
Dacheng Tao
150
9
0
26 Apr 2022
Blind Image Deconvolution Using Variational Deep Image Prior
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Dong Huo
Abbas Masoumzadeh
Rafsanjany Kushol
Yee-Hong Yang
335
21
0
01 Feb 2022
SL-CycleGAN: Blind Motion Deblurring in Cycles using Sparse Learning
Ali Syed Saqlain
Li-Yun Wang
Fang Fang
GAN
214
2
0
07 Nov 2021
Clean Images are Hard to Reblur: Exploiting the Ill-Posed Inverse Task for Dynamic Scene Deblurring
International Conference on Learning Representations (ICLR), 2021
Seungjun Nah
Sanghyun Son
Jaerin Lee
Kyoung Mu Lee
302
21
0
26 Apr 2021
Affine-modeled video extraction from a single motion blurred image
Daoyu Li
Liheng Bian
Jun Zhang
143
1
0
08 Apr 2021
Optimization-Inspired Learning with Architecture Augmentations and Control Mechanisms for Low-Level Vision
IEEE Transactions on Image Processing (TIP), 2020
Risheng Liu
Zhu Liu
Pan Mu
Xin-Yue Fan
Zhongxuan Luo
210
7
0
10 Dec 2020
Generative and Discriminative Learning for Distorted Image Restoration
Yi Gu
Yuting Gao
Jiajian Li
Chentao Wu
Weijia Jia
346
2
0
11 Nov 2020
Select Good Regions for Deblurring based on Convolutional Neural Networks
Hang Yang
Xiaotian Wu
Xinglong Sun
242
0
0
12 Aug 2020
Prior-enlightened and Motion-robust Video Deblurring
Ya Zhou
Jianfeng Xu
K. Tasaka
Zhibo Chen
Weiping Li
274
2
0
25 Mar 2020
Joint Face Completion and Super-resolution using Multi-scale Feature Relation Learning
Social Science Research Network (SSRN), 2020
Zhilei Liu
Yunpeng Wu
Le Li
Cuicui Zhang
Baoyuan Wu
CVBM
222
6
0
29 Feb 2020
Exploiting Semantics for Face Image Deblurring
International Journal of Computer Vision (IJCV), 2020
Ziyi Shen
Wei-Sheng Lai
Tingfa Xu
Jan Kautz
Ming-Hsuan Yang
CVBM
192
38
0
19 Jan 2020
Facial Expression Restoration Based on Improved Graph Convolutional Networks
Conference on Multimedia Modeling (MMM), 2019
Zhilei Liu
Le Li
Yunpeng Wu
Cuicui Zhang
CVBM
155
22
0
23 Oct 2019
Joint Stereo Video Deblurring, Scene Flow Estimation and Moving Object Segmentation
IEEE Transactions on Image Processing (TIP), 2019
Liyuan Pan
Yuchao Dai
Miaomiao Liu
Fatih Porikli
Quan Pan
177
31
0
06 Oct 2019
Blind Image Deconvolution using Pretrained Generative Priors
British Machine Vision Conference (BMVC), 2019
Muhammad Asim
Fahad Shamshad
Ali Ahmed
162
7
0
20 Aug 2019
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better
IEEE International Conference on Computer Vision (ICCV), 2019
Orest Kupyn
T. Martyniuk
Junru Wu
Zinan Lin
3DV
381
1,087
0
10 Aug 2019
Neural Blind Deconvolution Using Deep Priors
Computer Vision and Pattern Recognition (CVPR), 2019
Dongwei Ren
Lucas Beerens
Qilong Wang
Q. Hu
W. Zuo
406
318
0
06 Aug 2019
Edge Heuristic GAN for Non-uniform Blind Deblurring
IEEE Signal Processing Letters (SPL), 2019
Shuai Zheng
Zhenfeng Zhu
Jian Cheng
Yandong Guo
Yao Zhao
GAN
196
33
0
11 Jul 2019
A Simple Local Minimal Intensity Prior and An Improved Algorithm for Blind Image Deblurring
Fei Wen
R. Ying
Yipeng Liu
Peilin Liu
T. Truong
321
12
0
16 Jun 2019
Learning Deep Image Priors for Blind Image Denoising
Xianxu Hou
Hongming Luo
Jingxin Liu
Bolei Xu
Ke Sun
Yuanhao Gong
Bozhi Liu
Guoping Qiu
297
7
0
04 Jun 2019
A Deep Optimization Approach for Image Deconvolution
Zhijian Luo
Siyu Chen
Y. Qian
159
1
0
16 Apr 2019
Deep Shape from Polarization
Yunhao Ba
Alex Ross Gilbert
Franklin Wang
Jinfa Yang
Rui Chen
Yiqin Wang
Lei Yan
Boxin Shi
A. Kadambi
275
16
0
25 Mar 2019
Integrating neural networks into the blind deblurring framework to compete with the end-to-end learning-based methods
Junde Wu
Xiaoguang Di
Jiehao Huang
Yu Zhang
191
0
0
07 Mar 2019
Extreme Channel Prior Embedded Network for Dynamic Scene Deblurring
Jianrui Cai
W. Zuo
Lei Zhang
121
7
0
02 Mar 2019
Single Image Deblurring and Camera Motion Estimation with Depth Map
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2019
Liyuan Pan
Yuchao Dai
Miaomiao Liu
MDE
208
24
0
01 Mar 2019
An Underwater Image Enhancement Benchmark Dataset and Beyond
Chongyi Li
Chunle Guo
Wenqi Ren
Runmin Cong
Xianqiang Lyu
Sam Kwong
Dacheng Tao
3DV
428
1,839
0
11 Jan 2019
Phase-only Image Based Kernel Estimation for Single-image Blind Deblurring
Computer Vision and Pattern Recognition (CVPR), 2018
Liyuan Pan
Leonid Sigal
Miaomiao Liu
Yuchao Dai
282
68
0
26 Nov 2018
Burst ranking for blind multi-image deblurring
Fidel Alejandro Guerrero Peña
Pedro Diamel Marrero Fernández
Ing Ren Tsang
Jorge de Jesus Gomes Leandro
R. Nishihara
160
12
0
29 Oct 2018
Convolutional Deblurring for Natural Imaging
Mahdi S. Hosseini
Konstantinos N. Plataniotis
277
40
0
25 Oct 2018
Physics-Based Generative Adversarial Models for Image Restoration and Beyond
Jin-shan Pan
Jiangxin Dong
Yang Liu
Jiawei Zhang
Jimmy S. J. Ren
Jinhui Tang
Yu-Wing Tai
Ming-Hsuan Yang
GAN
209
175
0
02 Aug 2018
Iterative Residual Image Deconvolution
Li Si-Yao
Dongwei Ren
Furong Zhao
Zijian Hu
Junfeng Li
Qian Yin
SupR
100
1
0
17 Apr 2018
Deep Semantic Face Deblurring
Ziyi Shen
Wei-Sheng Lai
Tingfa Xu
Jan Kautz
Ming-Hsuan Yang
CVBM
424
219
0
09 Mar 2018
Blind Image Deconvolution using Deep Generative Priors
Muhammad Asim
Fahad Shamshad
Ali Ahmed
465
112
0
12 Feb 2018
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